| On the Convergence of FedAvg on Non-IID Data X Li, K Huang, W Yang, S Wang, Z Zhang International Conference on Learning Representations (ICLR), 2020 | 3593 | 2020 |
| Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling S Wang, Z Zhang The Journal of Machine Learning Research 14 (1), 2729-2769, 2013 | 258 | 2013 |
| Giant: Globally improved approximate newton method for distributed optimization S Wang, F Roosta, P Xu, MW Mahoney Advances in neural information processing systems 31, 2018 | 181 | 2018 |
| Scalable kernel k-means clustering with nystrom approximation: Relative-error bounds S Wang, A Gittens, MW Mahoney Journal of Machine Learning Research 20 (12), 1-49, 2019 | 168 | 2019 |
| Cola-GNN: Cross-location attention based graph neural networks for long-term ILI prediction S Deng, S Wang, H Rangwala, L Wang, Y Ning Proceedings of the 29th ACM international conference on information …, 2020 | 154 | 2020 |
| Accelerating transformer-based deep learning models on fpgas using column balanced block pruning H Peng, S Huang, T Geng, A Li, W Jiang, H Liu, S Wang, C Ding 2021 22nd International Symposium on Quality Electronic Design (ISQED), 142-148, 2021 | 132 | 2021 |
| Federated reinforcement learning with environment heterogeneity H Jin, Y Peng, W Yang, S Wang, Z Zhang International Conference on Artificial Intelligence and Statistics, 18-37, 2022 | 129 | 2022 |
| Sketched ridge regression: Optimization perspective, statistical perspective, and model averaging S Wang, A Gittens, MW Mahoney Journal of Machine Learning Research 18 (218), 1-50, 2018 | 114 | 2018 |
| Efficient subspace segmentation via quadratic programming S Wang, X Yuan, T Yao, S Yan, J Shen In the 24th AAAI Conference on Artificial Intelligence (AAAI) 1, 519-524, 2011 | 103 | 2011 |
| Nonconvex Relaxation Approaches to Robust Matrix Recovery S Wang, D Liu, Z Zhang International Joint Conference on Artificial Intelligence (IJCAI), 2013 | 98 | 2013 |
| Communication-efficient local decentralized SGD methods X Li, W Yang, S Wang, Z Zhang arXiv preprint arXiv:1910.09126, 2019 | 80 | 2019 |
| Xiezhi: An ever-updating benchmark for holistic domain knowledge evaluation Z Gu, X Zhu, H Ye, L Zhang, J Wang, Y Zhu, S Jiang, Z Xiong, Z Li, W Wu, ... Proceedings of the AAAI conference on artificial intelligence 38 (16), 18099 …, 2024 | 77 | 2024 |
| Communication efficient decentralized training with multiple local updates X Li, W Yang, S Wang, Z Zhang stat 1050, 21, 2019 | 71 | 2019 |
| Oversketch: Approximate matrix multiplication for the cloud V Gupta, S Wang, T Courtade, K Ramchandran 2018 IEEE International Conference on Big Data (Big Data), 298-304, 2018 | 69 | 2018 |
| A practical guide to randomized matrix computations with MATLAB implementations S Wang arXiv preprint arXiv:1505.07570, 2015 | 61 | 2015 |
| SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions S Wang, L Luo, Z Zhang Journal of Machine Learning Research 17 (49), 1−49, 2016 | 56* | 2016 |
| EP-GIG priors and applications in Bayesian sparse learning Z Zhang, S Wang, D Liu, MI Jordan The Journal of Machine Learning Research 13 (1), 2031-2061, 2012 | 51 | 2012 |
| Open Domain Short Text Conceptualization: A Generative+ Descriptive Modeling Approach. Y Song, S Wang, H Wang IJCAI, 3820-3826, 2015 | 49 | 2015 |
| Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition S Wang, Z Zhang, T Zhang arXiv preprint arXiv:1503.08395, 2015 | 48 | 2015 |
| Fast randomized-MUSIC for mm-Wave massive MIMO radars B Li, S Wang, J Zhang, X Cao, C Zhao IEEE Transactions on Vehicular Technology 70 (2), 1952-1956, 2021 | 34 | 2021 |
Zhihua ZhangProfessor of Computer Science, Shanghai Jiao Tong UniversityVerified email at zju.edu.cn
